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TITLE:

Optimizing Worker Communication in Serverless Environments with Worker Co-Location - TFG:8291
Handle:

https://hdl.handle.net/20.500.11797/TFG8291

Student:Klymonchuk, Stepan
Language:en
Title in original language:Optimizing Worker Communication in Serverless Environments with Worker Co-Location
Title in different languages:Optimizing Worker Communication in Serverless Environments with Worker Co-Location
Keywords:Middleware, communication, locality
Subject:Comunicació en l'empresa
Abstract:The thesis introduces Burst Computing, a serverless solution for burst-parallel jobs, enhancing Function-as-a-Service (FaaS) by addressing its inefficiencies in handling simultaneous, coordinated function invocations. Central to this is the Burst Communication Middleware (BCM), which improves indirect communication among workers by leveraging group awareness and locality for efficient local communications. BCM supports message passing and group collectives with zero-copy data transfers, significantly reducing communication overheads. The thesis details BCM's design, architecture, and implementation, showing that it outperforms standard FaaS solutions in managing burst-parallel workloads in cloud computing.
Project director:García López, Pedro Antonio
Work's codirector:Arjona Pérez, Aitor
Department:Enginyeria Informàtica i Matemàtiques
Education area(s):Enginyeria Informàtica
Entity:Universitat Rovira i Virgili (URV)
Creation date in repository:2025-05-25
Work's public defense date:2024-06-27
Academic year:2023-2024
Confidenciality:No
Subject areas:Computer engineering
Access rights:info:eu-repo/semantics/openAccess
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